From 2db9fbef2bd7d35a547d0018a9850f6b249c524f Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Wed, 13 Nov 2013 18:50:38 +0000
Subject: [PATCH] Parsing, image loading, lots of stuff
---
src/convolutional_layer.h | 26 +++++++++++++++++++++-----
1 files changed, 21 insertions(+), 5 deletions(-)
diff --git a/src/convolutional_layer.h b/src/convolutional_layer.h
index b42f5e9..ab414ec 100644
--- a/src/convolutional_layer.h
+++ b/src/convolutional_layer.h
@@ -2,20 +2,36 @@
#define CONVOLUTIONAL_LAYER_H
#include "image.h"
+#include "activations.h"
typedef struct {
+ int h,w,c;
int n;
int stride;
image *kernels;
image *kernel_updates;
+ double *biases;
+ double *bias_updates;
image upsampled;
- image output;
+ double *delta;
+ double *output;
+
+ double (* activation)();
+ double (* gradient)();
} convolutional_layer;
-convolutional_layer make_convolutional_layer(int w, int h, int c, int n, int size, int stride);
-void run_convolutional_layer(const image input, const convolutional_layer layer);
-void backpropagate_layer(image input, convolutional_layer layer);
-void backpropagate_layer_convolve(image input, convolutional_layer layer);
+convolutional_layer *make_convolutional_layer(int h, int w, int c, int n, int size, int stride, ACTIVATION activator);
+void forward_convolutional_layer(const convolutional_layer layer, double *in);
+void backward_convolutional_layer(convolutional_layer layer, double *input, double *delta);
+void learn_convolutional_layer(convolutional_layer layer, double *input);
+
+void update_convolutional_layer(convolutional_layer layer, double step);
+
+void backpropagate_convolutional_layer_convolve(image input, convolutional_layer layer);
+void visualize_convolutional_layer(convolutional_layer layer);
+
+image get_convolutional_image(convolutional_layer layer);
+image get_convolutional_delta(convolutional_layer layer);
#endif
--
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